Learning-focused MCP server demonstrating JSON-RPC over stdio, Zod-validated tools, and resource management with ready-made examples to experiment and extend.

Thin MCP server wrapping HTTPCraft CLI to empower AI agents with advanced HTTP testing and automated workflows.

Lightweight prototype exposing three intuitive tools with discovery and RPC-style invocation for AI assistants.

Lightweight Python scaffold accelerating protocol validation with fast tests, linting, and containerized workflows.

Java-based toolkit delivering scalable performance tests, load benchmarks, results analysis, and cost monitoring for Discovery Intech integrations.

A secure, type-safe MCP server enabling 19 Jira data tools for Server/Data Center with PAT authentication.

Docker Compose toolkit delivering multi-context tooling with automated tests and token-based integrations for GitHub, Docker Hub, Shopify, and Bitbucket.

Zero-friction testing suite with learning mode, dynamic launcher, and interactive tool testing.

Lightweight tester with sample interactions and conformance checks for protocol-based model-context communication.

AI-powered Playwright POM generation with Copilot integration for automated end-to-end testing.

Tavily-powered web search with stdio transport, extensible tooling, and robust error handling.

Production-ready TypeScript template featuring dual transport, strong validation, and tool-generation for context-aware integrations.

A repository for testing Model Context Protocol (MCP) functionality and features

A lightweight VS Code extension that exposes a single tool to sum three numbers via sequential prompts, running entirely locally.

Demo repository for MCP (Model Context Protocol) examples and experiments

A lightweight toolkit to validate MCP servers, offering scripted tests, mocks, and protocol checks for reliable integrations.

A compact orchestration layer for K6 tests enabling dynamic, scalable context-driven execution with seamless integration.

Python-based implementation enabling standardized browser actions via Selenium, with extensible actions, driver/session management, and a unified tool facade for seamless integration with LLMs and external agents.

Exercise: Integrate Model Context Protocol with GitHub Copilot

MCP（Model Context Protocol）のテスト用リポジトリ

Lightweight test harness validating context-based model interactions with minimal setup and clear traceable flows.

Tutorial implementation of Model Context Protocol server

Beginner-friendly blueprint demonstrating end-to-end Model Context Protocol capabilities with stdio transport, tools, resources, prompts, and Claude integration.

Python-based data explorer with multi-layer caching, rate-limited access, and 16 integrated tooling facets enabling AI-assisted access.